Dataset: 2026-10-27-catalog-ai-v2
Ruleset: b2e8889c66f7
Scanned: 2026-10-27
Window: February–September 15, 2026

Catalog tracking observation. This repository is measured with the same fixed window and ruleset, but it is not part of the published benchmark or its aggregate claims.

Your Self-Hosted Knowledge Base

01Result

gamosoft/NoteDiscovery ↗

gamosoft/NoteDiscovery AI coding statistics: 3.7%

of 268 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

3.7% agent · top contributor 50%3 contributors

individual

One person is driving this. The headline number reflects a single contributor's workflow, not a project-wide shift.

agent commits

258

other considered commits

agent contributors

50%

largest contributor

02Drivers

What shapes this result

Mode, timing, and detected signatures show whether the result reflects broad adoption or one concentrated workflow.

Assisted or autonomous

10assisted

0autonomous

Assisted — a developer’s identity authored the commit and the agent added itself as co-author. Autonomous — a bot identity authored the commit without a human identity attached.

Agent share by month

Peak month: 21.6%. Bars are scaled to that peak, not to 100%.

Which agents

Agent	Vendor	Commits	Share
Claude Code	Anthropic	5	1.9%
Cursor Agent	Anysphere	5	1.9%

03Evidence

Inspect the matches

Public commit samples let you inspect the signatures behind the aggregate result.

Matched commit samples

5c577f31 on GitHubShow full note path in search result tooltipsClaude Code
102fb2e5 on GitHubStop an empty checkbox from eating the line below itClaude Code
8dd435c6 on GitHubSkip frontmatter and fences, match numbered tasksClaude Code
8f5f663d on GitHubFix note_stats metrics that disagreed with the frontendCursor Agent
1378bd65 on GitHubGive plugin hooks an explicit contractCursor Agent
0f94b3b1 on GitHubcache version-addressed static assets immutablyCursor Agent

04Method

What entered the denominator

The result begins with commit history, removes merges and routine automation, and reports literal agent signatures as a lower bound.

Exclusion ledger

Commits in window	346
Merge commits removed	−78
CI / dependency bots removed	−0
Considered	268

Bots are excluded from the denominator entirely. Agent attribution requires a literal supported signature; no code-style inference is used.

Continue exploring

Claude Code commitsBrowse repositories with detected Claude Code signatures →Cursor Agent commitsBrowse repositories with detected Cursor Agent signatures →JavaScript AI coding statisticsCompare evidence across JavaScript repositories →GitHub AI commit analyzerInspect another repository with the same evidence model →

Reproduce this observation

Run the same detector locally.

Deterministic signature matching; no code-style inference. Squash merges can remove trailers, so this result remains a measured floor.

npx qmmit-cli gamosoft/NoteDiscovery

Scan another repository

Try

Month	Agent share	Considered commits
2026-02	0%	32
2026-03	0%	42
2026-04	0%	46
2026-05	0%	18
2026-06	0%	44
2026-07	4.3%	46
2026-08	21.6%	37
2026-09	0%	3